Yilong Qin
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
COLT (1)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
domain adaptation
(1)
sentiment analysis
(1)
optimal transport
(1)
knowledge transfer
(1)
sample complexity
(1)
probability distribution
(1)
distribution shift
(1)
score matching
(1)
diffusion model
(1)
energy-based model
(1)
out-of-distribution detection
(1)
langevin diffusion
(1)
error estimation
(1)
graph neural network
(1)
comparative preference classification
(1)
domain adaptive knowledge transfer
(1)
entity sentiment
(1)
preference prediction
(1)
model error estimation
(1)
pseudo-label shift
(1)
Papers
Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions
COLT 2024
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
ICML 2024
Characterizing Out-of-Distribution Error via Optimal Transport
NIPS 2023
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer
EMNLP 2021